{"slug":"nvidia-nemo-mbridge-perf-expert-parallel-overlap","source_name":"nvidia/nemo-mbridge-perf-expert-parallel-overlap","name":"Nvidia/Nemo Mbridge Perf Expert Parallel Overlap","description":"Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm, delay_wgrad_compute, and flex dispatcher backends such as DeepEP and HybridEP.","version":2,"lift":{"pass_rate_delta_pts":63.64,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":130.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-18T00:41:18.264594+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":63.64,"with_pass_pct":86.4,"without_pass_pct":22.7,"tokens_delta_pct":130.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":14,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-18T00:41:18.264594+00:00","run_id":"a876a198-ed3e-4c82-938b-7f0d63a0b834","latest_attempt":{"id":"a876a198-ed3e-4c82-938b-7f0d63a0b834","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-08-18T00:41:18.264594+00:00","gate":null},"version_number":2,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":1,"total_uses":8,"total_users":1,"manifest_hash":"fd85bd73d680f81ef302e1ae78eb79a337ba00b806957c5a54634e20e82e34d1","install_name":"nvidia-nemo-mbridge-perf-expert-parallel-overlap","version_id":"6b02ab56-42b6-474c-b0b5-6efb6ec61367","body_sha256":"fd85bd73d680f81ef302e1ae78eb79a337ba00b806957c5a54634e20e82e34d1","render_hash":"8757aa018a118edff7fe86284e0d10e46bc15b48ae1be6e6c5663647d967e016","raw_url":"https://app.decimal.ai/s/nvidia-nemo-mbridge-perf-expert-parallel-overlap/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/nvidia-nemo-mbridge-perf-expert-parallel-overlap"}